The calculated distance (air line) between Villaverde and Valdemoro is approximately 11 miles respectively 18 kilometers.
By car or train, the actual journey to Valdemoro is certainly longer, as only the direct route (as the crow flies) between Villaverde and Valdemoro has been calculated here.
Air line (approximately)
18 kilometers
10 nautical miles